Xinxin Liu
4 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Processing
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
curriculum learning
(1)
synthetic data generation
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
vision-language model
(1)
positional encoding
(1)
sparse training
(1)
camera pose estimation
(1)
model optimization
(1)
positive-unlabeled learning
(1)
joint optimization
(1)
document-level relation extraction
(1)
sparse fine-tuning
(1)
document layout
(1)
neural surface reconstruction
(1)
multi-label ranking
(1)
layout detection
(1)
gradient-based metric
(1)
salience metric
(1)
prior shift
(1)
Papers
LaTeX2Layout: High-Fidelity, Scalable Document Layout Annotation Pipeline for Layout Detection
AAAI 2026
ManifoldNeuS: Manifold-aware View Optimizability for Pose-Free Neural Surface Reconstruction
CVPR 2026
Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models
ACL 2025
A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling
EMNLP 2022